Such representations are nearly as sparse as if the object were not singular and turn out to be far sparser than other transforms decomposition of the object.(b) Optimal Image Reconstruction in Severely Ill-Posed ProblemsCurvelets also have special microlocal features which make them especially adapted to certain reconstruction problems with missing data.